Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 20119 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.4 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Text | 5 |
| DateTime | 3 |
| Categorical | 4 |
city has constant value "" | Constant |
state has constant value "" | Constant |
address_number_start is highly overall correlated with address_number and 3 other fields | High correlation |
address_number is highly overall correlated with address_number_start and 3 other fields | High correlation |
ward is highly overall correlated with police_district | High correlation |
police_district is highly overall correlated with address_number_start and 3 other fields | High correlation |
latitude is highly overall correlated with address_number_start and 3 other fields | High correlation |
longitude is highly overall correlated with address_number_start and 2 other fields | High correlation |
street_type is highly imbalanced (52.2%) | Imbalance |
permit_number has unique values | Unique |
address_number_start has 1240 (6.2%) zeros | Zeros |
address_number has 1240 (6.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-06 14:21:18.841938 |
|---|---|
| Analysis finished | 2023-12-06 14:21:44.095879 |
| Duration | 25.25 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
permit_number
Real number (ℝ)
UNIQUE 
| Distinct | 20119 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1154034.5 |
| Minimum | 1000571 |
|---|---|
| Maximum | 1862206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 1000571 |
|---|---|
| 5-th percentile | 1024842.4 |
| Q1 | 1074664 |
| median | 1106727 |
| Q3 | 1131949.5 |
| 95-th percentile | 1648144.6 |
| Maximum | 1862206 |
| Range | 861635 |
| Interquartile range (IQR) | 57285.5 |
Descriptive statistics
| Standard deviation | 180318.84 |
|---|---|
| Coefficient of variation (CV) | 0.15625082 |
| Kurtosis | 5.2497972 |
| Mean | 1154034.5 |
| Median Absolute Deviation (MAD) | 25652 |
| Skewness | 2.5361042 |
| Sum | 2.3218021 × 1010 |
| Variance | 3.2514885 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1556602 | 1 | < 0.1% |
| 1086777 | 1 | < 0.1% |
| 1086803 | 1 | < 0.1% |
| 1086802 | 1 | < 0.1% |
| 1086799 | 1 | < 0.1% |
| 1086790 | 1 | < 0.1% |
| 1086788 | 1 | < 0.1% |
| 1086782 | 1 | < 0.1% |
| 1086779 | 1 | < 0.1% |
| 1086776 | 1 | < 0.1% |
| Other values (20109) | 20109 |
| Value | Count | Frequency (%) |
| 1000571 | 1 | |
| 1001307 | 1 | |
| 1002652 | 1 | |
| 1002993 | 1 | |
| 1003612 | 1 | |
| 1004393 | 1 | |
| 1007248 | 1 | |
| 1007265 | 1 | |
| 1007306 | 1 | |
| 1007406 | 1 |
| Value | Count | Frequency (%) |
| 1862206 | 1 | |
| 1860048 | 1 | |
| 1855208 | 1 | |
| 1854101 | 1 | |
| 1852797 | 1 | |
| 1848630 | 1 | |
| 1848204 | 1 | |
| 1846561 | 1 | |
| 1845400 | 1 | |
| 1844680 | 1 |
account_number
Real number (ℝ)
| Distinct | 3018 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 206000.21 |
| Minimum | 12 |
|---|---|
| Maximum | 495456 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 5350 |
| Q1 | 23077 |
| median | 254059 |
| Q3 | 348425 |
| 95-th percentile | 414151 |
| Maximum | 495456 |
| Range | 495444 |
| Interquartile range (IQR) | 325348 |
Descriptive statistics
| Standard deviation | 156290.49 |
|---|---|
| Coefficient of variation (CV) | 0.75869093 |
| Kurtosis | -1.6003516 |
| Mean | 206000.21 |
| Median Absolute Deviation (MAD) | 144576 |
| Skewness | -0.077377047 |
| Sum | 4.1445182 × 109 |
| Variance | 2.4426717 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 63414 | 886 | 4.4% |
| 65004 | 312 | 1.6% |
| 298727 | 114 | 0.6% |
| 50161 | 85 | 0.4% |
| 22633 | 66 | 0.3% |
| 369504 | 64 | 0.3% |
| 230211 | 61 | 0.3% |
| 267891 | 48 | 0.2% |
| 66022 | 45 | 0.2% |
| 392906 | 44 | 0.2% |
| Other values (3008) | 18394 |
| Value | Count | Frequency (%) |
| 12 | 6 | < 0.1% |
| 13 | 21 | |
| 16 | 4 | < 0.1% |
| 27 | 4 | < 0.1% |
| 28 | 11 | |
| 46 | 18 | |
| 51 | 6 | < 0.1% |
| 67 | 20 | |
| 73 | 17 | |
| 82 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 495456 | 1 | |
| 494737 | 1 | |
| 494267 | 1 | |
| 493688 | 1 | |
| 493621 | 1 | |
| 493348 | 1 | |
| 493334 | 1 | |
| 493192 | 1 | |
| 493107 | 1 | |
| 493069 | 1 |
site_number
Real number (ℝ)
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3757642 |
| Minimum | 1 |
|---|---|
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 23 |
| Maximum | 230 |
| Range | 229 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 18.123494 |
|---|---|
| Coefficient of variation (CV) | 3.3713335 |
| Kurtosis | 41.246213 |
| Mean | 5.3757642 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.9846541 |
| Sum | 108155 |
| Variance | 328.46104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 14715 | |
| 2 | 2298 | 11.4% |
| 3 | 608 | 3.0% |
| 4 | 287 | 1.4% |
| 5 | 210 | 1.0% |
| 7 | 121 | 0.6% |
| 6 | 106 | 0.5% |
| 11 | 98 | 0.5% |
| 12 | 94 | 0.5% |
| 19 | 91 | 0.5% |
| Other values (90) | 1491 | 7.4% |
| Value | Count | Frequency (%) |
| 1 | 14715 | |
| 2 | 2298 | 11.4% |
| 3 | 608 | 3.0% |
| 4 | 287 | 1.4% |
| 5 | 210 | 1.0% |
| 6 | 106 | 0.5% |
| 7 | 121 | 0.6% |
| 8 | 65 | 0.3% |
| 9 | 63 | 0.3% |
| 10 | 67 | 0.3% |
| Value | Count | Frequency (%) |
| 230 | 1 | |
| 229 | 1 | |
| 228 | 1 | |
| 226 | 1 | |
| 225 | 1 | |
| 224 | 1 | |
| 221 | 1 | |
| 218 | 1 | |
| 217 | 1 | |
| 211 | 2 |
legal_name
Text
| Distinct | 3026 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
Length
| Max length | 67 |
|---|---|
| Median length | 46 |
| Mean length | 21.099558 |
| Min length | 4 |
Characters and Unicode
| Total characters | 424502 |
|---|---|
| Distinct characters | 78 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 681 ? |
|---|---|
| Unique (%) | 3.4% |
Sample
| 1st row | THE LIFEWAY KEFIR SHOP LLC |
|---|---|
| 2nd row | SQUARE KITCHEN, LLC |
| 3rd row | TEMPO CAFE LIMITED |
| 4th row | The Funky Monkey Juice Bar |
| 5th row | PLEASANT PIZZA, L.L.C. |
| Value | Count | Frequency (%) |
| inc | 8857 | 12.9% |
| llc | 6129 | 8.9% |
| corporation | 1580 | 2.3% |
| restaurant | 1297 | 1.9% |
| 1263 | 1.8% | |
| starbucks | 886 | 1.3% |
| chicago | 882 | 1.3% |
| the | 862 | 1.3% |
| corp | 859 | 1.2% |
| cafe | 705 | 1.0% |
| Other values (3621) | 45494 |
Most occurring characters
| Value | Count | Frequency (%) |
| 48851 | 11.5% | |
| C | 30248 | 7.1% |
| I | 29083 | 6.9% |
| A | 28340 | 6.7% |
| N | 27603 | 6.5% |
| L | 26462 | 6.2% |
| O | 25669 | 6.0% |
| R | 25237 | 5.9% |
| E | 24957 | 5.9% |
| T | 20571 | 4.8% |
| Other values (68) | 137481 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 333509 | |
| Space Separator | 48851 | 11.5% |
| Other Punctuation | 26494 | 6.2% |
| Lowercase Letter | 7885 | 1.9% |
| Decimal Number | 6933 | 1.6% |
| Dash Punctuation | 645 | 0.2% |
| Close Punctuation | 85 | < 0.1% |
| Open Punctuation | 85 | < 0.1% |
| Math Symbol | 15 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 30248 | |
| I | 29083 | 8.7% |
| A | 28340 | 8.5% |
| N | 27603 | 8.3% |
| L | 26462 | 7.9% |
| O | 25669 | 7.7% |
| R | 25237 | 7.6% |
| E | 24957 | 7.5% |
| T | 20571 | 6.2% |
| S | 20236 | 6.1% |
| Other values (16) | 75103 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 909 | |
| e | 905 | |
| n | 779 | |
| o | 653 | |
| t | 602 | 7.6% |
| r | 591 | 7.5% |
| i | 549 | 7.0% |
| s | 513 | 6.5% |
| c | 436 | 5.5% |
| l | 353 | 4.5% |
| Other values (16) | 1595 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11717 | |
| , | 11205 | |
| ' | 2276 | 8.6% |
| & | 1097 | 4.1% |
| # | 92 | 0.3% |
| / | 79 | 0.3% |
| " | 18 | 0.1% |
| ! | 6 | < 0.1% |
| @ | 2 | < 0.1% |
| : | 1 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1325 | |
| 2 | 983 | |
| 0 | 893 | |
| 3 | 797 | |
| 5 | 796 | |
| 4 | 709 | |
| 8 | 466 | 6.7% |
| 6 | 364 | 5.3% |
| 7 | 356 | 5.1% |
| 9 | 244 | 3.5% |
Space Separator
| Value | Count | Frequency (%) |
| 48851 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 645 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 85 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 85 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 341394 | |
| Common | 83108 | 19.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 30248 | 8.9% |
| I | 29083 | 8.5% |
| A | 28340 | 8.3% |
| N | 27603 | 8.1% |
| L | 26462 | 7.8% |
| O | 25669 | 7.5% |
| R | 25237 | 7.4% |
| E | 24957 | 7.3% |
| T | 20571 | 6.0% |
| S | 20236 | 5.9% |
| Other values (42) | 82988 |
Common
| Value | Count | Frequency (%) |
| 48851 | ||
| . | 11717 | 14.1% |
| , | 11205 | 13.5% |
| ' | 2276 | 2.7% |
| 1 | 1325 | 1.6% |
| & | 1097 | 1.3% |
| 2 | 983 | 1.2% |
| 0 | 893 | 1.1% |
| 3 | 797 | 1.0% |
| 5 | 796 | 1.0% |
| Other values (16) | 3168 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 424502 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 48851 | 11.5% | |
| C | 30248 | 7.1% |
| I | 29083 | 6.9% |
| A | 28340 | 6.7% |
| N | 27603 | 6.5% |
| L | 26462 | 6.2% |
| O | 25669 | 6.0% |
| R | 25237 | 5.9% |
| E | 24957 | 5.9% |
| T | 20571 | 4.8% |
| Other values (68) | 137481 |
| Distinct | 3093 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
Length
| Max length | 88 |
|---|---|
| Median length | 45 |
| Mean length | 16.847309 |
| Min length | 1 |
Characters and Unicode
| Total characters | 338951 |
|---|---|
| Distinct characters | 77 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 670 ? |
|---|---|
| Unique (%) | 3.3% |
Sample
| 1st row | LIFEWAY KEFIR SHOP |
|---|---|
| 2nd row | FORK |
| 3rd row | TEMPO CAFE |
| 4th row | The Funky Monkey Juice Bar |
| 5th row | BOB'S PIZZA |
| Value | Count | Frequency (%) |
| 2393 | 4.3% | |
| cafe | 1444 | 2.6% |
| the | 1373 | 2.5% |
| coffee | 1313 | 2.3% |
| restaurant | 1269 | 2.3% |
| bar | 1210 | 2.2% |
| grill | 1046 | 1.9% |
| starbucks | 904 | 1.6% |
| inc | 729 | 1.3% |
| and | 636 | 1.1% |
| Other values (3514) | 43597 |
Most occurring characters
| Value | Count | Frequency (%) |
| 35922 | 10.6% | |
| A | 27911 | 8.2% |
| E | 25851 | 7.6% |
| R | 20137 | 5.9% |
| O | 19837 | 5.9% |
| S | 19389 | 5.7% |
| I | 17488 | 5.2% |
| T | 17398 | 5.1% |
| N | 16778 | 4.9% |
| C | 14863 | 4.4% |
| Other values (67) | 123377 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 268064 | |
| Space Separator | 35922 | 10.6% |
| Lowercase Letter | 18888 | 5.6% |
| Other Punctuation | 9371 | 2.8% |
| Decimal Number | 6183 | 1.8% |
| Dash Punctuation | 477 | 0.1% |
| Math Symbol | 42 | < 0.1% |
| Open Punctuation | 2 | < 0.1% |
| Close Punctuation | 2 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 27911 | 10.4% |
| E | 25851 | 9.6% |
| R | 20137 | 7.5% |
| O | 19837 | 7.4% |
| S | 19389 | 7.2% |
| I | 17488 | 6.5% |
| T | 17398 | 6.5% |
| N | 16778 | 6.3% |
| C | 14863 | 5.5% |
| L | 14452 | 5.4% |
| Other values (16) | 73960 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2391 | |
| a | 2308 | |
| o | 1514 | 8.0% |
| n | 1499 | 7.9% |
| r | 1377 | 7.3% |
| i | 1364 | 7.2% |
| t | 1155 | 6.1% |
| l | 1110 | 5.9% |
| s | 1080 | 5.7% |
| u | 717 | 3.8% |
| Other values (15) | 4373 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 4092 | |
| & | 1842 | |
| # | 1296 | 13.8% |
| . | 890 | 9.5% |
| , | 579 | 6.2% |
| / | 572 | 6.1% |
| " | 46 | 0.5% |
| ! | 43 | 0.5% |
| @ | 8 | 0.1% |
| ; | 2 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1496 | |
| 1 | 936 | |
| 4 | 653 | |
| 3 | 600 | |
| 5 | 597 | 9.7% |
| 0 | 569 | 9.2% |
| 7 | 390 | 6.3% |
| 6 | 361 | 5.8% |
| 9 | 293 | 4.7% |
| 8 | 288 | 4.7% |
Space Separator
| Value | Count | Frequency (%) |
| 35922 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 477 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 42 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 286952 | |
| Common | 51999 | 15.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 27911 | 9.7% |
| E | 25851 | 9.0% |
| R | 20137 | 7.0% |
| O | 19837 | 6.9% |
| S | 19389 | 6.8% |
| I | 17488 | 6.1% |
| T | 17398 | 6.1% |
| N | 16778 | 5.8% |
| C | 14863 | 5.2% |
| L | 14452 | 5.0% |
| Other values (41) | 92848 |
Common
| Value | Count | Frequency (%) |
| 35922 | ||
| ' | 4092 | 7.9% |
| & | 1842 | 3.5% |
| 2 | 1496 | 2.9% |
| # | 1296 | 2.5% |
| 1 | 936 | 1.8% |
| . | 890 | 1.7% |
| 4 | 653 | 1.3% |
| 3 | 600 | 1.2% |
| 5 | 597 | 1.1% |
| Other values (16) | 3675 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 338951 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 35922 | 10.6% | |
| A | 27911 | 8.2% |
| E | 25851 | 7.6% |
| R | 20137 | 5.9% |
| O | 19837 | 5.9% |
| S | 19389 | 5.7% |
| I | 17488 | 5.2% |
| T | 17398 | 5.1% |
| N | 16778 | 4.9% |
| C | 14863 | 4.4% |
| Other values (67) | 123377 |
issued_date
Date
| Distinct | 2999 |
|---|---|
| Distinct (%) | 14.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| Minimum | 2001-03-14 00:00:00 |
|---|---|
| Maximum | 2023-12-05 00:00:00 |
expiration_date
Date
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| Minimum | 2001-11-01 00:00:00 |
|---|---|
| Maximum | 2024-02-29 00:00:00 |
payment_date
Date
| Distinct | 2947 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| Minimum | 2001-03-14 00:00:00 |
|---|---|
| Maximum | 2023-11-16 00:00:00 |
address
Text
| Distinct | 2576 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
Length
| Max length | 34 |
|---|---|
| Median length | 23 |
| Mean length | 16.682191 |
| Min length | 10 |
Characters and Unicode
| Total characters | 335629 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 447 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | 0 W DIVISION ST |
|---|---|
| 2nd row | 4600 N LINCOLN AVE |
| 3rd row | 6 E CHESTNUT ST |
| 4th row | 2152 W 95TH ST |
| 5th row | 1659 W 21ST ST |
| Value | Count | Frequency (%) |
| st | 10462 | 12.9% |
| n | 9115 | 11.2% |
| ave | 8057 | 9.9% |
| w | 7266 | 8.9% |
| e | 1879 | 2.3% |
| s | 1859 | 2.3% |
| 0 | 1240 | 1.5% |
| clark | 1189 | 1.5% |
| wells | 1140 | 1.4% |
| lincoln | 1043 | 1.3% |
| Other values (1882) | 37936 |
Most occurring characters
| Value | Count | Frequency (%) |
| 61067 | ||
| E | 21334 | 6.4% |
| S | 21165 | 6.3% |
| A | 20969 | 6.2% |
| N | 20513 | 6.1% |
| T | 16688 | 5.0% |
| 1 | 12449 | 3.7% |
| L | 12244 | 3.6% |
| I | 11534 | 3.4% |
| W | 11416 | 3.4% |
| Other values (26) | 126250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 206366 | |
| Decimal Number | 68196 | 20.3% |
| Space Separator | 61067 | 18.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 21334 | |
| S | 21165 | |
| A | 20969 | |
| N | 20513 | |
| T | 16688 | 8.1% |
| L | 12244 | 5.9% |
| I | 11534 | 5.6% |
| W | 11416 | 5.5% |
| R | 10948 | 5.3% |
| O | 10504 | 5.1% |
| Other values (15) | 49051 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12449 | |
| 0 | 10236 | |
| 2 | 8736 | |
| 3 | 8203 | |
| 5 | 7628 | |
| 4 | 6593 | |
| 6 | 4474 | 6.6% |
| 7 | 4027 | 5.9% |
| 8 | 3100 | 4.5% |
| 9 | 2750 | 4.0% |
Space Separator
| Value | Count | Frequency (%) |
| 61067 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 206366 | |
| Common | 129263 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 21334 | |
| S | 21165 | |
| A | 20969 | |
| N | 20513 | |
| T | 16688 | 8.1% |
| L | 12244 | 5.9% |
| I | 11534 | 5.6% |
| W | 11416 | 5.5% |
| R | 10948 | 5.3% |
| O | 10504 | 5.1% |
| Other values (15) | 49051 |
Common
| Value | Count | Frequency (%) |
| 61067 | ||
| 1 | 12449 | 9.6% |
| 0 | 10236 | 7.9% |
| 2 | 8736 | 6.8% |
| 3 | 8203 | 6.3% |
| 5 | 7628 | 5.9% |
| 4 | 6593 | 5.1% |
| 6 | 4474 | 3.5% |
| 7 | 4027 | 3.1% |
| 8 | 3100 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 335629 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 61067 | ||
| E | 21334 | 6.4% |
| S | 21165 | 6.3% |
| A | 20969 | 6.2% |
| N | 20513 | 6.1% |
| T | 16688 | 5.0% |
| 1 | 12449 | 3.7% |
| L | 12244 | 3.6% |
| I | 11534 | 3.4% |
| W | 11416 | 3.4% |
| Other values (26) | 126250 |
address_number_start
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1641 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1663.9888 |
| Minimum | 0 |
|---|---|
| Maximum | 11208 |
| Zeros | 1240 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 300 |
| median | 1236 |
| Q3 | 2529 |
| 95-th percentile | 4857 |
| Maximum | 11208 |
| Range | 11208 |
| Interquartile range (IQR) | 2229 |
Descriptive statistics
| Standard deviation | 1628.2859 |
|---|---|
| Coefficient of variation (CV) | 0.97854382 |
| Kurtosis | 1.3926959 |
| Mean | 1663.9888 |
| Median Absolute Deviation (MAD) | 1034 |
| Skewness | 1.220358 |
| Sum | 33477790 |
| Variance | 2651315.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1240 | 6.2% |
| 200 | 152 | 0.8% |
| 1 | 106 | 0.5% |
| 111 | 104 | 0.5% |
| 2100 | 95 | 0.5% |
| 20 | 91 | 0.5% |
| 400 | 90 | 0.4% |
| 175 | 86 | 0.4% |
| 731 | 81 | 0.4% |
| 2200 | 75 | 0.4% |
| Other values (1631) | 17999 |
| Value | Count | Frequency (%) |
| 0 | 1240 | |
| 1 | 106 | 0.5% |
| 2 | 21 | 0.1% |
| 5 | 17 | 0.1% |
| 6 | 63 | 0.3% |
| 7 | 7 | < 0.1% |
| 8 | 23 | 0.1% |
| 9 | 17 | 0.1% |
| 10 | 44 | 0.2% |
| 11 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 11208 | 1 | < 0.1% |
| 11057 | 1 | < 0.1% |
| 10701 | 10 | |
| 10533 | 2 | < 0.1% |
| 10448 | 1 | < 0.1% |
| 9710 | 1 | < 0.1% |
| 8753 | 1 | < 0.1% |
| 8548 | 9 | |
| 8301 | 1 | < 0.1% |
| 8300 | 1 | < 0.1% |
address_number
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1641 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1663.9888 |
| Minimum | 0 |
|---|---|
| Maximum | 11208 |
| Zeros | 1240 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 300 |
| median | 1236 |
| Q3 | 2529 |
| 95-th percentile | 4857 |
| Maximum | 11208 |
| Range | 11208 |
| Interquartile range (IQR) | 2229 |
Descriptive statistics
| Standard deviation | 1628.2859 |
|---|---|
| Coefficient of variation (CV) | 0.97854382 |
| Kurtosis | 1.3926959 |
| Mean | 1663.9888 |
| Median Absolute Deviation (MAD) | 1034 |
| Skewness | 1.220358 |
| Sum | 33477790 |
| Variance | 2651315.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1240 | 6.2% |
| 200 | 152 | 0.8% |
| 1 | 106 | 0.5% |
| 111 | 104 | 0.5% |
| 2100 | 95 | 0.5% |
| 20 | 91 | 0.5% |
| 400 | 90 | 0.4% |
| 175 | 86 | 0.4% |
| 731 | 81 | 0.4% |
| 2200 | 75 | 0.4% |
| Other values (1631) | 17999 |
| Value | Count | Frequency (%) |
| 0 | 1240 | |
| 1 | 106 | 0.5% |
| 2 | 21 | 0.1% |
| 5 | 17 | 0.1% |
| 6 | 63 | 0.3% |
| 7 | 7 | < 0.1% |
| 8 | 23 | 0.1% |
| 9 | 17 | 0.1% |
| 10 | 44 | 0.2% |
| 11 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 11208 | 1 | < 0.1% |
| 11057 | 1 | < 0.1% |
| 10701 | 10 | |
| 10533 | 2 | < 0.1% |
| 10448 | 1 | < 0.1% |
| 9710 | 1 | < 0.1% |
| 8753 | 1 | < 0.1% |
| 8548 | 9 | |
| 8301 | 1 | < 0.1% |
| 8300 | 1 | < 0.1% |
street_direction
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| N | |
|---|---|
| W | |
| E | |
| S |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20119 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | W |
|---|---|
| 2nd row | N |
| 3rd row | E |
| 4th row | W |
| 5th row | W |
Common Values
| Value | Count | Frequency (%) |
| N | 9115 | |
| W | 7266 | |
| E | 1879 | 9.3% |
| S | 1859 | 9.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 9115 | |
| w | 7266 | |
| e | 1879 | 9.3% |
| s | 1859 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 9115 | |
| W | 7266 | |
| E | 1879 | 9.3% |
| S | 1859 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 20119 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 9115 | |
| W | 7266 | |
| E | 1879 | 9.3% |
| S | 1859 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20119 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 9115 | |
| W | 7266 | |
| E | 1879 | 9.3% |
| S | 1859 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20119 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 9115 | |
| W | 7266 | |
| E | 1879 | 9.3% |
| S | 1859 | 9.2% |
street
Text
| Distinct | 228 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 13 |
| Mean length | 6.8897062 |
| Min length | 3 |
Characters and Unicode
| Total characters | 138614 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | DIVISION |
|---|---|
| 2nd row | LINCOLN |
| 3rd row | CHESTNUT |
| 4th row | 95TH |
| 5th row | 21ST |
| Value | Count | Frequency (%) |
| clark | 1189 | 5.7% |
| wells | 1140 | 5.5% |
| lincoln | 1043 | 5.0% |
| division | 941 | 4.5% |
| michigan | 729 | 3.5% |
| randolph | 656 | 3.1% |
| southport | 617 | 3.0% |
| milwaukee | 599 | 2.9% |
| state | 536 | 2.6% |
| halsted | 500 | 2.4% |
| Other values (230) | 12879 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 12912 | 9.3% |
| L | 11720 | 8.5% |
| I | 11534 | 8.3% |
| E | 11398 | 8.2% |
| N | 11398 | 8.2% |
| O | 10504 | 7.6% |
| R | 10144 | 7.3% |
| S | 8884 | 6.4% |
| T | 6194 | 4.5% |
| D | 6013 | 4.3% |
| Other values (25) | 37913 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 136975 | |
| Decimal Number | 929 | 0.7% |
| Space Separator | 710 | 0.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 12912 | 9.4% |
| L | 11720 | 8.6% |
| I | 11534 | 8.4% |
| E | 11398 | 8.3% |
| N | 11398 | 8.3% |
| O | 10504 | 7.7% |
| R | 10144 | 7.4% |
| S | 8884 | 6.5% |
| T | 6194 | 4.5% |
| D | 6013 | 4.4% |
| Other values (15) | 36274 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 312 | |
| 5 | 226 | |
| 1 | 143 | |
| 8 | 60 | 6.5% |
| 6 | 56 | 6.0% |
| 7 | 49 | 5.3% |
| 2 | 44 | 4.7% |
| 9 | 26 | 2.8% |
| 4 | 13 | 1.4% |
Space Separator
| Value | Count | Frequency (%) |
| 710 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 136975 | |
| Common | 1639 | 1.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 12912 | 9.4% |
| L | 11720 | 8.6% |
| I | 11534 | 8.4% |
| E | 11398 | 8.3% |
| N | 11398 | 8.3% |
| O | 10504 | 7.7% |
| R | 10144 | 7.4% |
| S | 8884 | 6.5% |
| T | 6194 | 4.5% |
| D | 6013 | 4.4% |
| Other values (15) | 36274 |
Common
| Value | Count | Frequency (%) |
| 710 | ||
| 3 | 312 | |
| 5 | 226 | 13.8% |
| 1 | 143 | 8.7% |
| 8 | 60 | 3.7% |
| 6 | 56 | 3.4% |
| 7 | 49 | 3.0% |
| 2 | 44 | 2.7% |
| 9 | 26 | 1.6% |
| 4 | 13 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 138614 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 12912 | 9.3% |
| L | 11720 | 8.5% |
| I | 11534 | 8.3% |
| E | 11398 | 8.2% |
| N | 11398 | 8.2% |
| O | 10504 | 7.6% |
| R | 10144 | 7.3% |
| S | 8884 | 6.4% |
| T | 6194 | 4.5% |
| D | 6013 | 4.3% |
| Other values (25) | 37913 |
street_type
Categorical
IMBALANCE 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| ST | |
|---|---|
| AVE | |
| RD | 608 |
| BLVD | 269 |
| PL | 255 |
| Other values (4) | 508 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.4490283 |
| Min length | 2 |
Characters and Unicode
| Total characters | 49272 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ST |
|---|---|
| 2nd row | AVE |
| 3rd row | ST |
| 4th row | ST |
| 5th row | ST |
Common Values
| Value | Count | Frequency (%) |
| ST | 10422 | |
| AVE | 8057 | |
| RD | 608 | 3.0% |
| BLVD | 269 | 1.3% |
| PL | 255 | 1.3% |
| PKWY | 199 | 1.0% |
| DR | 196 | 1.0% |
| CT | 72 | 0.4% |
| HWY | 41 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| st | 10422 | |
| ave | 8057 | |
| rd | 608 | 3.0% |
| blvd | 269 | 1.3% |
| pl | 255 | 1.3% |
| pkwy | 199 | 1.0% |
| dr | 196 | 1.0% |
| ct | 72 | 0.4% |
| hwy | 41 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 10494 | |
| S | 10422 | |
| V | 8326 | |
| A | 8057 | |
| E | 8057 | |
| D | 1073 | 2.2% |
| R | 804 | 1.6% |
| L | 524 | 1.1% |
| P | 454 | 0.9% |
| B | 269 | 0.5% |
| Other values (5) | 792 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 49272 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 10494 | |
| S | 10422 | |
| V | 8326 | |
| A | 8057 | |
| E | 8057 | |
| D | 1073 | 2.2% |
| R | 804 | 1.6% |
| L | 524 | 1.1% |
| P | 454 | 0.9% |
| B | 269 | 0.5% |
| Other values (5) | 792 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49272 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 10494 | |
| S | 10422 | |
| V | 8326 | |
| A | 8057 | |
| E | 8057 | |
| D | 1073 | 2.2% |
| R | 804 | 1.6% |
| L | 524 | 1.1% |
| P | 454 | 0.9% |
| B | 269 | 0.5% |
| Other values (5) | 792 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49272 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 10494 | |
| S | 10422 | |
| V | 8326 | |
| A | 8057 | |
| E | 8057 | |
| D | 1073 | 2.2% |
| R | 804 | 1.6% |
| L | 524 | 1.1% |
| P | 454 | 0.9% |
| B | 269 | 0.5% |
| Other values (5) | 792 | 1.6% |
city
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| CHICAGO |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 140833 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CHICAGO |
|---|---|
| 2nd row | CHICAGO |
| 3rd row | CHICAGO |
| 4th row | CHICAGO |
| 5th row | CHICAGO |
Common Values
| Value | Count | Frequency (%) |
| CHICAGO | 20119 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| chicago | 20119 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 40238 | |
| H | 20119 | |
| I | 20119 | |
| A | 20119 | |
| G | 20119 | |
| O | 20119 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 140833 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 40238 | |
| H | 20119 | |
| I | 20119 | |
| A | 20119 | |
| G | 20119 | |
| O | 20119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 140833 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 40238 | |
| H | 20119 | |
| I | 20119 | |
| A | 20119 | |
| G | 20119 | |
| O | 20119 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 140833 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 40238 | |
| H | 20119 | |
| I | 20119 | |
| A | 20119 | |
| G | 20119 | |
| O | 20119 |
state
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
| IL |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 40238 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IL |
|---|---|
| 2nd row | IL |
| 3rd row | IL |
| 4th row | IL |
| 5th row | IL |
Common Values
| Value | Count | Frequency (%) |
| IL | 20119 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| il | 20119 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 20119 | |
| L | 20119 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 40238 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 20119 | |
| L | 20119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40238 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 20119 | |
| L | 20119 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40238 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 20119 | |
| L | 20119 |
zip_code
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60625.51 |
| Minimum | 60601 |
|---|---|
| Maximum | 60707 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 60601 |
|---|---|
| 5-th percentile | 60602 |
| Q1 | 60610 |
| median | 60618 |
| Q3 | 60647 |
| 95-th percentile | 60657 |
| Maximum | 60707 |
| Range | 106 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 19.888105 |
|---|---|
| Coefficient of variation (CV) | 0.00032804846 |
| Kurtosis | -0.68202376 |
| Mean | 60625.51 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.70050936 |
| Sum | 1.2197246 × 109 |
| Variance | 395.53672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60611 | 1840 | 9.1% |
| 60654 | 1768 | 8.8% |
| 60622 | 1724 | 8.6% |
| 60614 | 1550 | 7.7% |
| 60657 | 1420 | 7.1% |
| 60607 | 1157 | 5.8% |
| 60613 | 981 | 4.9% |
| 60610 | 949 | 4.7% |
| 60647 | 883 | 4.4% |
| 60618 | 835 | 4.2% |
| Other values (43) | 7012 |
| Value | Count | Frequency (%) |
| 60601 | 652 | |
| 60602 | 410 | 2.0% |
| 60603 | 330 | 1.6% |
| 60604 | 234 | 1.2% |
| 60605 | 729 | |
| 60606 | 385 | 1.9% |
| 60607 | 1157 | |
| 60608 | 207 | 1.0% |
| 60609 | 31 | 0.2% |
| 60610 | 949 |
| Value | Count | Frequency (%) |
| 60707 | 47 | 0.2% |
| 60661 | 504 | 2.5% |
| 60660 | 199 | 1.0% |
| 60659 | 189 | 0.9% |
| 60657 | 1420 | |
| 60656 | 15 | 0.1% |
| 60655 | 3 | < 0.1% |
| 60654 | 1768 | |
| 60653 | 20 | 0.1% |
| 60651 | 3 | < 0.1% |
ward
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.48069 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 26 |
| median | 42 |
| Q3 | 43 |
| 95-th percentile | 47 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 16.405511 |
|---|---|
| Coefficient of variation (CV) | 0.52112933 |
| Kurtosis | -0.67684772 |
| Mean | 31.48069 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.95164101 |
| Sum | 633360 |
| Variance | 269.14078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 5554 | |
| 1 | 1580 | 7.9% |
| 27 | 1538 | 7.6% |
| 47 | 1476 | 7.3% |
| 44 | 1427 | 7.1% |
| 2 | 1374 | 6.8% |
| 43 | 1186 | 5.9% |
| 32 | 1114 | 5.5% |
| 4 | 666 | 3.3% |
| 25 | 471 | 2.3% |
| Other values (34) | 3733 |
| Value | Count | Frequency (%) |
| 1 | 1580 | |
| 2 | 1374 | |
| 3 | 289 | 1.4% |
| 4 | 666 | |
| 5 | 103 | 0.5% |
| 6 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 13 | 0.1% |
| 11 | 332 | 1.7% |
| Value | Count | Frequency (%) |
| 50 | 104 | 0.5% |
| 49 | 148 | 0.7% |
| 48 | 361 | 1.8% |
| 47 | 1476 | 7.3% |
| 46 | 335 | 1.7% |
| 45 | 238 | 1.2% |
| 44 | 1427 | 7.1% |
| 43 | 1186 | 5.9% |
| 42 | 5554 | |
| 41 | 81 | 0.4% |
police_district
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.840897 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 12 |
| median | 18 |
| Q3 | 19 |
| 95-th percentile | 20 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 6.866289 |
|---|---|
| Coefficient of variation (CV) | 0.49608701 |
| Kurtosis | -0.40080436 |
| Mean | 13.840897 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.0015661 |
| Sum | 278465 |
| Variance | 47.145925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 5339 | |
| 19 | 4255 | |
| 1 | 3656 | |
| 12 | 2388 | |
| 14 | 1788 | 8.9% |
| 20 | 760 | 3.8% |
| 16 | 418 | 2.1% |
| 17 | 373 | 1.9% |
| 24 | 309 | 1.5% |
| 2 | 238 | 1.2% |
| Other values (13) | 595 | 3.0% |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 1 | 3656 | |
| 2 | 238 | 1.2% |
| 3 | 10 | < 0.1% |
| 4 | 15 | 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 44 | 0.2% |
| 9 | 223 | 1.1% |
| Value | Count | Frequency (%) |
| 25 | 149 | 0.7% |
| 24 | 309 | 1.5% |
| 22 | 27 | 0.1% |
| 20 | 760 | 3.8% |
| 19 | 4255 | |
| 18 | 5339 | |
| 17 | 373 | 1.9% |
| 16 | 418 | 2.1% |
| 15 | 7 | < 0.1% |
| 14 | 1788 | 8.9% |
latitude
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2568 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.910369 |
| Minimum | 41.69067 |
|---|---|
| Maximum | 42.019421 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | 41.69067 |
|---|---|
| 5-th percentile | 41.865345 |
| Q1 | 41.885257 |
| median | 41.902442 |
| Q3 | 41.93924 |
| 95-th percentile | 41.978062 |
| Maximum | 42.019421 |
| Range | 0.32875146 |
| Interquartile range (IQR) | 0.053982374 |
Descriptive statistics
| Standard deviation | 0.037934124 |
|---|---|
| Coefficient of variation (CV) | 0.00090512503 |
| Kurtosis | 1.7963231 |
| Mean | 41.910369 |
| Median Absolute Deviation (MAD) | 0.020466559 |
| Skewness | -0.10655293 |
| Sum | 843194.72 |
| Variance | 0.0014389978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.88200199 | 98 | 0.5% |
| 41.88197573 | 96 | 0.5% |
| 41.90405052 | 86 | 0.4% |
| 41.87801449 | 81 | 0.4% |
| 41.88460018 | 69 | 0.3% |
| 41.8825402 | 53 | 0.3% |
| 41.89678605 | 40 | 0.2% |
| 41.90186736 | 40 | 0.2% |
| 41.87949547 | 37 | 0.2% |
| 41.88216417 | 37 | 0.2% |
| Other values (2558) | 19482 |
| Value | Count | Frequency (%) |
| 41.69066951 | 1 | < 0.1% |
| 41.69139989 | 2 | < 0.1% |
| 41.69245222 | 1 | < 0.1% |
| 41.69920305 | 10 | |
| 41.70289718 | 1 | < 0.1% |
| 41.70356373 | 2 | < 0.1% |
| 41.71874411 | 1 | < 0.1% |
| 41.72107515 | 10 | |
| 41.72112515 | 1 | < 0.1% |
| 41.72177014 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.01942097 | 12 | |
| 42.0193885 | 5 | < 0.1% |
| 42.01934594 | 4 | < 0.1% |
| 42.01933013 | 3 | < 0.1% |
| 42.01932963 | 2 | < 0.1% |
| 42.0193098 | 4 | < 0.1% |
| 42.01927235 | 1 | < 0.1% |
| 42.0174068 | 8 | |
| 42.01615704 | 15 | |
| 42.01615267 | 15 |
longitude
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2568 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -87.655297 |
| Minimum | -87.834308 |
|---|---|
| Maximum | -87.535139 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 20119 |
| Negative (%) | 100.0% |
| Memory size | 157.3 KiB |
Quantile statistics
| Minimum | -87.834308 |
|---|---|
| 5-th percentile | -87.709805 |
| Q1 | -87.672586 |
| median | -87.648962 |
| Q3 | -87.629547 |
| 95-th percentile | -87.624225 |
| Maximum | -87.535139 |
| Range | 0.29916895 |
| Interquartile range (IQR) | 0.043038819 |
Descriptive statistics
| Standard deviation | 0.033387503 |
|---|---|
| Coefficient of variation (CV) | -0.00038089544 |
| Kurtosis | 5.1251329 |
| Mean | -87.655297 |
| Median Absolute Deviation (MAD) | 0.020372619 |
| Skewness | -1.7593019 |
| Sum | -1763536.9 |
| Variance | 0.0011147254 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -87.63103164 | 98 | 0.5% |
| -87.63397185 | 96 | 0.5% |
| -87.62874675 | 86 | 0.4% |
| -87.63318903 | 81 | 0.4% |
| -87.62798897 | 69 | 0.3% |
| -87.62453095 | 53 | 0.3% |
| -87.62828088 | 40 | 0.2% |
| -87.62849214 | 40 | 0.2% |
| -87.63382966 | 37 | 0.2% |
| -87.62451427 | 37 | 0.2% |
| Other values (2558) | 19482 |
| Value | Count | Frequency (%) |
| -87.8343079 | 1 | < 0.1% |
| -87.82625503 | 9 | |
| -87.82618448 | 1 | < 0.1% |
| -87.82167425 | 5 | < 0.1% |
| -87.82042719 | 4 | < 0.1% |
| -87.81865423 | 16 | |
| -87.81795264 | 4 | < 0.1% |
| -87.81783297 | 3 | < 0.1% |
| -87.81729036 | 11 | |
| -87.8172596 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -87.53513895 | 2 | < 0.1% |
| -87.55117213 | 1 | < 0.1% |
| -87.55124869 | 1 | < 0.1% |
| -87.55161886 | 9 | |
| -87.56729719 | 2 | < 0.1% |
| -87.58184369 | 4 | |
| -87.58390766 | 1 | < 0.1% |
| -87.58502961 | 2 | < 0.1% |
| -87.58781452 | 8 | |
| -87.58797399 | 7 |
location
Text
| Distinct | 2568 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 157.3 KiB |
Length
| Max length | 40 |
|---|---|
| Median length | 39 |
| Mean length | 39.105572 |
| Min length | 35 |
Characters and Unicode
| Total characters | 786765 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 6 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 446 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | (41.90405051948726, -87.62874675447662) |
|---|---|
| 2nd row | (41.964902360748326, -87.68627917084095) |
| 3rd row | (41.89843137207629, -87.6280091630558) |
| 4th row | (41.72112514525722, -87.67692855592173) |
| 5th row | (41.853999857174315, -87.66845450091006) |
| Value | Count | Frequency (%) |
| 41.88200198545344 | 98 | 0.2% |
| 87.6310316367502 | 98 | 0.2% |
| 41.881975727713886 | 96 | 0.2% |
| 87.63397184627037 | 96 | 0.2% |
| 41.90405051948726 | 86 | 0.2% |
| 87.62874675447662 | 86 | 0.2% |
| 41.878014487249544 | 81 | 0.2% |
| 87.63318903001444 | 81 | 0.2% |
| 87.62798896732363 | 69 | 0.2% |
| 41.884600177780484 | 69 | 0.2% |
| Other values (5126) | 39378 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 84475 | |
| 4 | 75182 | |
| 7 | 74178 | |
| 6 | 72034 | |
| 1 | 70021 | |
| 9 | 62719 | |
| 2 | 53712 | 6.8% |
| 3 | 53210 | 6.8% |
| 5 | 52653 | 6.7% |
| 0 | 47748 | 6.1% |
| Other values (6) | 140833 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 645932 | |
| Other Punctuation | 60357 | 7.7% |
| Open Punctuation | 20119 | 2.6% |
| Space Separator | 20119 | 2.6% |
| Dash Punctuation | 20119 | 2.6% |
| Close Punctuation | 20119 | 2.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 84475 | |
| 4 | 75182 | |
| 7 | 74178 | |
| 6 | 72034 | |
| 1 | 70021 | |
| 9 | 62719 | |
| 2 | 53712 | |
| 3 | 53210 | |
| 5 | 52653 | |
| 0 | 47748 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40238 | |
| , | 20119 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 20119 |
Space Separator
| Value | Count | Frequency (%) |
| 20119 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20119 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 20119 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 786765 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 84475 | |
| 4 | 75182 | |
| 7 | 74178 | |
| 6 | 72034 | |
| 1 | 70021 | |
| 9 | 62719 | |
| 2 | 53712 | 6.8% |
| 3 | 53210 | 6.8% |
| 5 | 52653 | 6.7% |
| 0 | 47748 | 6.1% |
| Other values (6) | 140833 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 786765 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 84475 | |
| 4 | 75182 | |
| 7 | 74178 | |
| 6 | 72034 | |
| 1 | 70021 | |
| 9 | 62719 | |
| 2 | 53712 | 6.8% |
| 3 | 53210 | 6.8% |
| 5 | 52653 | 6.7% |
| 0 | 47748 | 6.1% |
| Other values (6) | 140833 |
| permit_number | account_number | site_number | address_number_start | address_number | zip_code | ward | police_district | latitude | longitude | street_direction | street_type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| permit_number | 1.000 | 0.473 | 0.017 | -0.174 | -0.174 | -0.018 | -0.082 | -0.156 | -0.143 | 0.039 | 0.037 | 0.041 |
| account_number | 0.473 | 1.000 | -0.174 | -0.123 | -0.123 | -0.046 | -0.108 | -0.158 | -0.136 | 0.021 | 0.075 | 0.067 |
| site_number | 0.017 | -0.174 | 1.000 | -0.122 | -0.122 | -0.097 | 0.075 | -0.051 | -0.074 | 0.144 | 0.069 | 0.054 |
| address_number_start | -0.174 | -0.123 | -0.122 | 1.000 | 1.000 | 0.378 | 0.176 | 0.513 | 0.707 | -0.745 | 0.294 | 0.210 |
| address_number | -0.174 | -0.123 | -0.122 | 1.000 | 1.000 | 0.378 | 0.176 | 0.513 | 0.707 | -0.745 | 0.294 | 0.210 |
| zip_code | -0.018 | -0.046 | -0.097 | 0.378 | 0.378 | 1.000 | 0.177 | 0.452 | 0.450 | -0.476 | 0.307 | 0.222 |
| ward | -0.082 | -0.108 | 0.075 | 0.176 | 0.176 | 0.177 | 1.000 | 0.510 | 0.453 | -0.049 | 0.286 | 0.167 |
| police_district | -0.156 | -0.158 | -0.051 | 0.513 | 0.513 | 0.452 | 0.510 | 1.000 | 0.813 | -0.339 | 0.383 | 0.186 |
| latitude | -0.143 | -0.136 | -0.074 | 0.707 | 0.707 | 0.450 | 0.453 | 0.813 | 1.000 | -0.633 | 0.385 | 0.212 |
| longitude | 0.039 | 0.021 | 0.144 | -0.745 | -0.745 | -0.476 | -0.049 | -0.339 | -0.633 | 1.000 | 0.321 | 0.268 |
| street_direction | 0.037 | 0.075 | 0.069 | 0.294 | 0.294 | 0.307 | 0.286 | 0.383 | 0.385 | 0.321 | 1.000 | 0.241 |
| street_type | 0.041 | 0.067 | 0.054 | 0.210 | 0.210 | 0.222 | 0.167 | 0.186 | 0.212 | 0.268 | 0.241 | 1.000 |
| permit_number | account_number | site_number | legal_name | doing_business_as_name | issued_date | expiration_date | payment_date | address | address_number_start | address_number | street_direction | street | street_type | city | state | zip_code | ward | police_district | latitude | longitude | location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1556602 | 328992 | 1 | THE LIFEWAY KEFIR SHOP LLC | LIFEWAY KEFIR SHOP | 07/16/2021 | 02/28/2022 | 07/16/2021 | 0 W DIVISION ST | 0 | 0 | W | DIVISION | ST | CHICAGO | IL | 60622.0 | 1 | 18.0 | 41.904051 | -87.628747 | (41.90405051948726, -87.62874675447662) |
| 1 | 1534556 | 252742 | 1 | SQUARE KITCHEN, LLC | FORK | 07/16/2021 | 02/28/2022 | 07/16/2021 | 4600 N LINCOLN AVE | 4600 | 4600 | N | LINCOLN | AVE | CHICAGO | IL | 60625.0 | 47 | 19.0 | 41.964902 | -87.686279 | (41.964902360748326, -87.68627917084095) |
| 2 | 1540360 | 23957 | 1 | TEMPO CAFE LIMITED | TEMPO CAFE | 07/16/2021 | 02/28/2022 | 07/15/2021 | 6 E CHESTNUT ST | 6 | 6 | E | CHESTNUT | ST | CHICAGO | IL | 60611.0 | 2 | 18.0 | 41.898431 | -87.628009 | (41.89843137207629, -87.6280091630558) |
| 3 | 1549937 | 475175 | 1 | The Funky Monkey Juice Bar | The Funky Monkey Juice Bar | 07/22/2021 | 02/28/2022 | 07/22/2021 | 2152 W 95TH ST | 2152 | 2152 | W | 95TH | ST | CHICAGO | IL | 60643.0 | 19 | 22.0 | 41.721125 | -87.676929 | (41.72112514525722, -87.67692855592173) |
| 4 | 1531318 | 431422 | 1 | PLEASANT PIZZA, L.L.C. | BOB'S PIZZA | 07/23/2021 | 02/28/2022 | 07/23/2021 | 1659 W 21ST ST | 1659 | 1659 | W | 21ST | ST | CHICAGO | IL | 60608.0 | 25 | 12.0 | 41.854000 | -87.668455 | (41.853999857174315, -87.66845450091006) |
| 5 | 1538898 | 317383 | 1 | AJD RESTAURANT GROUP, LLC | SULLY'S HOUSE | 07/23/2021 | 02/28/2022 | 07/22/2021 | 1501 N DAYTON ST | 1501 | 1501 | N | DAYTON | ST | CHICAGO | IL | 60642.0 | 2 | 18.0 | 41.908620 | -87.649295 | (41.90861972732258, -87.64929457094323) |
| 6 | 1548849 | 211324 | 1 | ITALIAN RISTORANTE-HUBBARD, LLC | VERMILION | 12/18/2021 | 02/28/2022 | 12/18/2021 | 10 W HUBBARD ST | 10 | 10 | W | HUBBARD | ST | CHICAGO | IL | 60654.0 | 42 | 18.0 | 41.890169 | -87.628394 | (41.89016858549094, -87.62839433601951) |
| 7 | 1540948 | 18039 | 1 | SAVBET, INC. | BOURBON CAFE' | 12/14/2021 | 02/28/2022 | 06/07/2021 | 4768 N LINCOLN AVE | 4768 | 4768 | N | LINCOLN | AVE | CHICAGO | IL | 60625.0 | 47 | 19.0 | 41.968309 | -87.688536 | (41.968308771943036, -87.68853600406185) |
| 8 | 1558131 | 303392 | 1 | MCM PUB & LIQUOR, INC. | MCM PUB AND LIQUORS | 01/11/2022 | 02/28/2022 | 01/11/2022 | 0 N CICERO AVE | 0 | 0 | N | CICERO | AVE | CHICAGO | IL | 60641.0 | 45 | 15.0 | 41.880561 | -87.745427 | (41.880560880394704, -87.74542684331763) |
| 9 | 1643969 | 463188 | 1 | ETTA RIVER NORTH, LLC | ETTA | 03/09/2022 | 02/28/2023 | 02/24/2022 | 0 N CLARK ST | 0 | 0 | N | CLARK | ST | CHICAGO | IL | 60654.0 | 2 | 1.0 | 41.882002 | -87.631032 | (41.88200198545344, -87.6310316367502) |
| permit_number | account_number | site_number | legal_name | doing_business_as_name | issued_date | expiration_date | payment_date | address | address_number_start | address_number | street_direction | street | street_type | city | state | zip_code | ward | police_district | latitude | longitude | location | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 20109 | 1837429 | 405088 | 2 | ROTI RESTAURANTS, LLC | ROTI MODERN MEDITERRANEAN | 07/18/2023 | 02/29/2024 | 07/18/2023 | 80 E LAKE ST | 80 | 80 | E | LAKE | ST | CHICAGO | IL | 60601.0 | 42 | 1.0 | 41.885847 | -87.625095 | (41.885847208704554, -87.62509485736301) |
| 20110 | 1680974 | 27127 | 1 | LOUIE'S PUB, INC. | LOUIE'S PUB | 07/18/2023 | 02/28/2023 | 07/18/2023 | 0 W NORTH AVE | 0 | 0 | W | NORTH | AVE | CHICAGO | IL | 60622.0 | 2 | 18.0 | 41.911332 | -87.628955 | (41.911331719638085, -87.6289547607781) |
| 20111 | 1808276 | 381123 | 1 | 720 SUSHI MIKE's LLC | TANOSHII SUSHI MIKE'S | 07/19/2023 | 02/29/2024 | 05/18/2023 | 720 W RANDOLPH ST | 720 | 720 | W | RANDOLPH | ST | CHICAGO | IL | 60661.0 | 27 | 12.0 | 41.884523 | -87.646521 | (41.88452285187888, -87.64652058438048) |
| 20112 | 1797513 | 322099 | 1 | 1721 W. DIVISION CORP. | Mama Delia & Bordel | 07/19/2023 | 02/29/2024 | 07/19/2023 | 1721 W DIVISION ST | 1721 | 1721 | W | DIVISION | ST | CHICAGO | IL | 60622.0 | 1 | 12.0 | 41.903181 | -87.670876 | (41.903180986329666, -87.67087633768513) |
| 20113 | 1838027 | 415210 | 1 | AREPA GEORGE LP | AREPA GEORGE | 07/24/2023 | 02/29/2024 | 07/24/2023 | 0 N KEDZIE AVE | 0 | 0 | N | KEDZIE | AVE | CHICAGO | IL | 60651.0 | 26 | 11.0 | 41.881016 | -87.706271 | (41.881015948678254, -87.7062708302215) |
| 20114 | 1779609 | 393307 | 1 | ALULU LLC | ALULU | 07/25/2023 | 02/29/2024 | 07/25/2023 | 0 S LAFLIN ST | 0 | 0 | S | LAFLIN | ST | CHICAGO | IL | 60608.0 | 25 | 12.0 | 41.881448 | -87.664564 | (41.8814479951026, -87.6645642415278) |
| 20115 | 1824848 | 491975 | 1 | DIVISION BAR AND RESTAURANT LLC | Desert Hawk | 07/26/2023 | 02/29/2024 | 07/26/2023 | 2049 W DIVISION ST | 2049 | 2049 | W | DIVISION | ST | CHICAGO | IL | 60622.0 | 1 | 12.0 | 41.903046 | -87.679195 | (41.903045577773014, -87.67919511353082) |
| 20116 | 1807568 | 494267 | 1 | NESH MEDITERRANEAN GRILL LLC | NESH MEDITERRANEAN GRILL | 07/26/2023 | 02/29/2024 | 07/26/2023 | 205 W MONROE ST | 205 | 205 | W | MONROE | ST | CHICAGO | IL | 60606.0 | 42 | 1.0 | 41.880548 | -87.633981 | (41.880547897806615, -87.63398066695044) |
| 20117 | 1805009 | 21010 | 1 | KITSCH'N ON ROSCOE, INC. | KITSCH'N ON ROSCOE | 07/28/2023 | 02/29/2024 | 07/28/2023 | 2005 W ROSCOE ST | 2005 | 2005 | W | ROSCOE | ST | CHICAGO | IL | 60618.0 | 32 | 19.0 | 41.943105 | -87.678679 | (41.94310456354472, -87.67867885196078) |
| 20118 | 1783094 | 424543 | 2 | 1253 W 18TH STREET, LLC | Sushi Hoshi | 07/28/2023 | 02/29/2024 | 07/28/2023 | 0 S LAFLIN ST | 0 | 0 | S | LAFLIN | ST | CHICAGO | IL | 60608.0 | 25 | 12.0 | 41.881448 | -87.664564 | (41.8814479951026, -87.6645642415278) |